Overview

Brought to you by YData

Dataset statistics

Number of variables	33
Number of observations	20718
Missing cells	33
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	42.5 MiB
Average record size in memory	2.1 KiB

Variable types

Numeric	19
Text	8
URL	1
Categorical	5

Alerts

`Duration_ms` is highly skewed (γ1 = 23.37595857)	Skewed
`Comments` is highly skewed (γ1 = 44.28451689)	Skewed
`youtube_spotify_ratio` is highly skewed (γ1 = 128.0401055)	Skewed
`Index` is uniformly distributed	Uniform
`Index` has unique values	Unique
`Key` has 2305 (11.1%) zeros	Zeros
`Instrumentalness` has 13529 (65.3%) zeros	Zeros
`Views` has 471 (2.3%) zeros	Zeros
`Likes` has 559 (2.7%) zeros	Zeros
`Comments` has 1068 (5.2%) zeros	Zeros
`youtube_spotify_ratio` has 460 (2.2%) zeros	Zeros

Reproduction

Analysis started	2025-04-18 04:29:57.142085
Analysis finished	2025-04-18 04:30:55.422711
Duration	58.28 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

Index
Real number (ℝ)

Uniform Unique

Distinct	20718
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10358.5

Minimum	0
Maximum	20717
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1035.85
Q1	5179.25
median	10358.5
Q3	15537.75
95-th percentile	19681.15
Maximum	20717
Range	20717
Interquartile range (IQR)	10358.5

Descriptive statistics

Standard deviation	5980.9158
Coefficient of variation (CV)	0.57739207
Kurtosis	-1.2
Mean	10358.5
Median Absolute Deviation (MAD)	5179.5
Skewness	0
Sum	2.146074 × 10⁸
Variance	35771354
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
13838	1	< 0.1%
13816	1	< 0.1%
13815	1	< 0.1%
13814	1	< 0.1%
13813	1	< 0.1%
13812	1	< 0.1%
13811	1	< 0.1%
13810	1	< 0.1%
13809	1	< 0.1%
Other values (20708)	20708	> 99.9%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
20717	1	< 0.1%
20716	1	< 0.1%
20715	1	< 0.1%
20714	1	< 0.1%
20713	1	< 0.1%
20712	1	< 0.1%
20711	1	< 0.1%
20710	1	< 0.1%
20709	1	< 0.1%
20708	1	< 0.1%

Artist
Text

Distinct	2079
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	1.2 MiB

Length

Max length	45
Median length	32
Mean length	10.975384
Min length	2

Characters and Unicode

Total characters	227388
Distinct characters	78
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Gorillaz
2nd row	Gorillaz
3rd row	Gorillaz
4th row	Gorillaz
5th row	Gorillaz

Value	Count	Frequency (%)
the	840	2.1%
	439	1.1%
los	290	0.7%
de	200	0.5%
la	150	0.4%
el	130	0.3%
of	130	0.3%
james	130	0.3%
john	120	0.3%
lil	119	0.3%
Other values (2944)	36662	93.5%

Most occurring characters

Value	Count	Frequency (%)
a	20743	9.1%
e	19633	8.6%
	18492	8.1%
i	13968	6.1%
o	13563	6.0%
n	13036	5.7%
r	12386	5.4%
l	9566	4.2%
s	9026	4.0%
t	7418	3.3%
Other values (68)	89557	39.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	227388	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	20743	9.1%
e	19633	8.6%
	18492	8.1%
i	13968	6.1%
o	13563	6.0%
n	13036	5.7%
r	12386	5.4%
l	9566	4.2%
s	9026	4.0%
t	7418	3.3%
Other values (68)	89557	39.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	227388	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	20743	9.1%
e	19633	8.6%
	18492	8.1%
i	13968	6.1%
o	13563	6.0%
n	13036	5.7%
r	12386	5.4%
l	9566	4.2%
s	9026	4.0%
t	7418	3.3%
Other values (68)	89557	39.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	227388	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	20743	9.1%
e	19633	8.6%
	18492	8.1%
i	13968	6.1%
o	13563	6.0%
n	13036	5.7%
r	12386	5.4%
l	9566	4.2%
s	9026	4.0%
t	7418	3.3%
Other values (68)	89557	39.4%

Url_spotify
URL

Distinct	2079
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	2.0 MiB

https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	10
https://open.spotify.com/artist/2Jc4AEeBTE47KwuKgYOtcL	10
https://open.spotify.com/artist/0CEFCo8288kQU7mJi25s6E	10
https://open.spotify.com/artist/67hb7towEyKvt5Z8Bx306c	10
https://open.spotify.com/artist/4ZfEELHfyKd4odAb6YfDFw	10
Other values (2074)	20668

Value	Count	Frequency (%)
https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	10	< 0.1%
https://open.spotify.com/artist/2Jc4AEeBTE47KwuKgYOtcL	10	< 0.1%
https://open.spotify.com/artist/0CEFCo8288kQU7mJi25s6E	10	< 0.1%
https://open.spotify.com/artist/67hb7towEyKvt5Z8Bx306c	10	< 0.1%
https://open.spotify.com/artist/4ZfEELHfyKd4odAb6YfDFw	10	< 0.1%
https://open.spotify.com/artist/3HqSLMAZ3g3d5poNaI7GOU	10	< 0.1%
https://open.spotify.com/artist/2NMYOlZHIEsSq7pp5jBjic	10	< 0.1%
https://open.spotify.com/artist/6oMRQ5H3A2XA5I3RG3leni	10	< 0.1%
https://open.spotify.com/artist/5Pb27ujIyYb33zBqVysBkj	10	< 0.1%
https://open.spotify.com/artist/2Waw2sSbqvAwK8NwACNjVo	10	< 0.1%
Other values (2069)	20618	99.5%

Value	Count	Frequency (%)
https	20718	100.0%

Value	Count	Frequency (%)
open.spotify.com	20718	100.0%

Value	Count	Frequency (%)
/artist/3AA28KZvwAUcZuOKwyblJQ	10	< 0.1%
/artist/2Jc4AEeBTE47KwuKgYOtcL	10	< 0.1%
/artist/0CEFCo8288kQU7mJi25s6E	10	< 0.1%
/artist/67hb7towEyKvt5Z8Bx306c	10	< 0.1%
/artist/4ZfEELHfyKd4odAb6YfDFw	10	< 0.1%
/artist/3HqSLMAZ3g3d5poNaI7GOU	10	< 0.1%
/artist/2NMYOlZHIEsSq7pp5jBjic	10	< 0.1%
/artist/6oMRQ5H3A2XA5I3RG3leni	10	< 0.1%
/artist/5Pb27ujIyYb33zBqVysBkj	10	< 0.1%
/artist/2Waw2sSbqvAwK8NwACNjVo	10	< 0.1%
Other values (2069)	20618	99.5%

Value	Count	Frequency (%)
	20718	100.0%

Value	Count	Frequency (%)
	20718	100.0%

Track
Text

Distinct	17819
Distinct (%)	86.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	195
Median length	111
Mean length	19.489043
Min length	1

Characters and Unicode

Total characters	403774
Distinct characters	90
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15680 ?
Unique (%)	75.7%

Sample

1st row	Feel Good Inc.
2nd row	Rhinestone Eyes
3rd row	New Gold (feat. Tame Impala and Bootie Brown)
4th row	On Melancholy Hill
5th row	Clint Eastwood

Value	Count	Frequency (%)
	3729	4.9%
feat	1744	2.3%
the	1632	2.1%
you	912	1.2%
me	903	1.2%
a	779	1.0%
i	705	0.9%
love	646	0.8%
of	590	0.8%
remix	587	0.8%
Other values (14798)	64627	84.1%

Most occurring characters

Value	Count	Frequency (%)
	56212	13.9%
e	35103	8.7%
a	28285	7.0%
o	24115	6.0%
i	20485	5.1%
n	17879	4.4%
r	16936	4.2%
t	16151	4.0%
s	12420	3.1%
l	12098	3.0%
Other values (80)	164090	40.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	403774	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	56212	13.9%
e	35103	8.7%
a	28285	7.0%
o	24115	6.0%
i	20485	5.1%
n	17879	4.4%
r	16936	4.2%
t	16151	4.0%
s	12420	3.1%
l	12098	3.0%
Other values (80)	164090	40.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	403774	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	56212	13.9%
e	35103	8.7%
a	28285	7.0%
o	24115	6.0%
i	20485	5.1%
n	17879	4.4%
r	16936	4.2%
t	16151	4.0%
s	12420	3.1%
l	12098	3.0%
Other values (80)	164090	40.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	403774	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	56212	13.9%
e	35103	8.7%
a	28285	7.0%
o	24115	6.0%
i	20485	5.1%
n	17879	4.4%
r	16936	4.2%
t	16151	4.0%
s	12420	3.1%
l	12098	3.0%
Other values (80)	164090	40.6%

Album
Text

Distinct	11929
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	195
Median length	103
Mean length	20.403176
Min length	1

Characters and Unicode

Total characters	422713
Distinct characters	94
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7512 ?
Unique (%)	36.3%

Sample

1st row	Demon Days
2nd row	Plastic Beach
3rd row	New Gold (feat. Tame Impala and Bootie Brown)
4th row	Plastic Beach
5th row	Gorillaz

Value	Count	Frequency (%)
the	2698	3.7%
	1574	2.2%
edition	851	1.2%
deluxe	823	1.1%
of	817	1.1%
original	732	1.0%
soundtrack	716	1.0%
motion	687	1.0%
picture	671	0.9%
a	611	0.8%
Other values (11756)	62107	85.9%

Most occurring characters

Value	Count	Frequency (%)
	51624	12.2%
e	35554	8.4%
a	26597	6.3%
o	25212	6.0%
i	24287	5.7%
n	20857	4.9%
r	19266	4.6%
t	17500	4.1%
s	14397	3.4%
l	13812	3.3%
Other values (84)	173607	41.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	422713	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	51624	12.2%
e	35554	8.4%
a	26597	6.3%
o	25212	6.0%
i	24287	5.7%
n	20857	4.9%
r	19266	4.6%
t	17500	4.1%
s	14397	3.4%
l	13812	3.3%
Other values (84)	173607	41.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	422713	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	51624	12.2%
e	35554	8.4%
a	26597	6.3%
o	25212	6.0%
i	24287	5.7%
n	20857	4.9%
r	19266	4.6%
t	17500	4.1%
s	14397	3.4%
l	13812	3.3%
Other values (84)	173607	41.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	422713	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	51624	12.2%
e	35554	8.4%
a	26597	6.3%
o	25212	6.0%
i	24287	5.7%
n	20857	4.9%
r	19266	4.6%
t	17500	4.1%
s	14397	3.4%
l	13812	3.3%
Other values (84)	173607	41.1%

Album_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

album	14926
single	5004
compilation	788

Length

Max length	11
Median length	5
Mean length	5.4697365
Min length	5

Characters and Unicode

Total characters	113322
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	album
2nd row	album
3rd row	single
4th row	album
5th row	album

Common Values

Value	Count	Frequency (%)
album	14926	72.0%
single	5004	24.2%
compilation	788	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
album	14926	72.0%
single	5004	24.2%
compilation	788	3.8%

Most occurring characters

Value	Count	Frequency (%)
l	20718	18.3%
a	15714	13.9%
m	15714	13.9%
b	14926	13.2%
u	14926	13.2%
i	6580	5.8%
n	5792	5.1%
s	5004	4.4%
g	5004	4.4%
e	5004	4.4%
Other values (4)	3940	3.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	113322	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	20718	18.3%
a	15714	13.9%
m	15714	13.9%
b	14926	13.2%
u	14926	13.2%
i	6580	5.8%
n	5792	5.1%
s	5004	4.4%
g	5004	4.4%
e	5004	4.4%
Other values (4)	3940	3.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	113322	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	20718	18.3%
a	15714	13.9%
m	15714	13.9%
b	14926	13.2%
u	14926	13.2%
i	6580	5.8%
n	5792	5.1%
s	5004	4.4%
g	5004	4.4%
e	5004	4.4%
Other values (4)	3940	3.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	113322	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	20718	18.3%
a	15714	13.9%
m	15714	13.9%
b	14926	13.2%
u	14926	13.2%
i	6580	5.8%
n	5792	5.1%
s	5004	4.4%
g	5004	4.4%
e	5004	4.4%
Other values (4)	3940	3.5%

Uri
Text

Distinct	18862
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	745848
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17408 ?
Unique (%)	84.0%

Sample

1st row	spotify:track:0d28khcov6AiegSCpG5TuT
2nd row	spotify:track:1foMv2HQwfQ2vntFf9HFeG
3rd row	spotify:track:64dLd6rVqDLtkXFYrEUHIU
4th row	spotify:track:0q6LuUqGLUiCPP1cbdwFs3
5th row	spotify:track:7yMiX7n9SBvadzox8T5jzT

Value	Count	Frequency (%)
spotify:track:0tzixmhnqfe6s6sirstoxw	24	0.1%
spotify:track:3esjmgwqobrx5wbfctvptz	19	0.1%
spotify:track:0xfqb7pnft90a7frxjmwgz	9	< 0.1%
spotify:track:5iis9j2sptruy0vipfvig1	9	< 0.1%
spotify:track:114xlnybqwtikodru8lajn	9	< 0.1%
spotify:track:1mhhomaxgrpmbroxkpwssa	9	< 0.1%
spotify:track:1fsydjalyhaabwhiggyfdq	9	< 0.1%
spotify:track:3fifrouyur8j5mtm78wuxq	7	< 0.1%
spotify:track:7qoihutxu269zqo9pg5ioj	7	< 0.1%
spotify:track:0ctzpaohtzvlv3ffcsvpqo	6	< 0.1%
Other values (18852)	20610	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	48505	6.5%
:	41436	5.6%
r	27966	3.7%
o	27879	3.7%
i	27843	3.7%
y	27807	3.7%
p	27779	3.7%
s	27731	3.7%
f	27727	3.7%
k	27707	3.7%
Other values (53)	433468	58.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	745848	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	48505	6.5%
:	41436	5.6%
r	27966	3.7%
o	27879	3.7%
i	27843	3.7%
y	27807	3.7%
p	27779	3.7%
s	27731	3.7%
f	27727	3.7%
k	27707	3.7%
Other values (53)	433468	58.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	745848	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	48505	6.5%
:	41436	5.6%
r	27966	3.7%
o	27879	3.7%
i	27843	3.7%
y	27807	3.7%
p	27779	3.7%
s	27731	3.7%
f	27727	3.7%
k	27707	3.7%
Other values (53)	433468	58.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	745848	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	48505	6.5%
:	41436	5.6%
r	27966	3.7%
o	27879	3.7%
i	27843	3.7%
y	27807	3.7%
p	27779	3.7%
s	27731	3.7%
f	27727	3.7%
k	27707	3.7%
Other values (53)	433468	58.1%

Danceability
Real number (ℝ)

Distinct	898
Distinct (%)	4.3%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.61977745

Minimum	0
Maximum	0.975
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.319
Q1	0.518
median	0.637
Q3	0.74025
95-th percentile	0.861
Maximum	0.975
Range	0.975
Interquartile range (IQR)	0.22225

Descriptive statistics

Standard deviation	0.16527239
Coefficient of variation (CV)	0.26666409
Kurtosis	0.13707564
Mean	0.61977745
Median Absolute Deviation (MAD)	0.11
Skewness	-0.55015414
Sum	12839.31
Variance	0.027314963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.687	78	0.4%
0.671	74	0.4%
0.626	69	0.3%
0.647	68	0.3%
0.682	67	0.3%
0.585	66	0.3%
0.673	64	0.3%
0.681	64	0.3%
0.638	63	0.3%
0.646	62	0.3%
Other values (888)	20041	96.7%

Value	Count	Frequency (%)
0	17	0.1%
0.0532	1	< 0.1%
0.0619	1	< 0.1%
0.0623	1	< 0.1%
0.064	1	< 0.1%
0.0649	1	< 0.1%
0.065	1	< 0.1%
0.0673	1	< 0.1%
0.0686	1	< 0.1%
0.069	1	< 0.1%

Value	Count	Frequency (%)
0.975	3	< 0.1%
0.973	1	< 0.1%
0.971	2	< 0.1%
0.97	4	< 0.1%
0.969	1	< 0.1%
0.968	1	< 0.1%
0.967	3	< 0.1%
0.966	1	< 0.1%
0.965	2	< 0.1%
0.964	4	< 0.1%

Energy
Real number (ℝ)

Distinct	1247
Distinct (%)	6.0%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.63525034

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.22
Q1	0.507
median	0.666
Q3	0.798
95-th percentile	0.929
Maximum	1
Range	1
Interquartile range (IQR)	0.291

Descriptive statistics

Standard deviation	0.21414686
Coefficient of variation (CV)	0.33710626
Kurtosis	0.13887603
Mean	0.63525034
Median Absolute Deviation (MAD)	0.143
Skewness	-0.71485282
Sum	13159.846
Variance	0.045858879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.572	60	0.3%
0.711	57	0.3%
0.72	57	0.3%
0.785	56	0.3%
0.768	56	0.3%
0.674	55	0.3%
0.703	54	0.3%
0.782	54	0.3%
0.723	53	0.3%
0.662	53	0.3%
Other values (1237)	20161	97.3%

Value	Count	Frequency (%)
0	1	< 0.1%
0.0001	2	< 0.1%
0.0003	2	< 0.1%
0.0012	3	< 0.1%
0.0014	1	< 0.1%
0.0017	1	< 0.1%
0.0019	2	< 0.1%
0.002	1	< 0.1%
0.0021	1	< 0.1%
0.0022	2	< 0.1%

Value	Count	Frequency (%)
1	6	< 0.1%
0.999	1	< 0.1%
0.998	5	< 0.1%
0.997	3	< 0.1%
0.996	7	< 0.1%
0.995	10	< 0.1%
0.994	10	< 0.1%
0.993	5	< 0.1%
0.992	5	< 0.1%
0.991	8	< 0.1%

Key
Real number (ℝ)

Zeros

Distinct	12
Distinct (%)	0.1%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.3003476

Minimum	0
Maximum	11
Zeros	2305
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5764485
Coefficient of variation (CV)	0.67475736
Kurtosis	-1.2980009
Mean	5.3003476
Median Absolute Deviation (MAD)	3
Skewness	-0.0045108915
Sum	109802
Variance	12.790984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	2305	11.1%
7	2252	10.9%
1	2211	10.7%
2	2021	9.8%
9	1979	9.6%
5	1731	8.4%
11	1667	8.0%
4	1515	7.3%
8	1483	7.2%
6	1443	7.0%
Other values (2)	2109	10.2%

Value	Count	Frequency (%)
0	2305	11.1%
1	2211	10.7%
2	2021	9.8%
3	670	3.2%
4	1515	7.3%
5	1731	8.4%
6	1443	7.0%
7	2252	10.9%
8	1483	7.2%
9	1979	9.6%

Value	Count	Frequency (%)
11	1667	8.0%
10	1439	6.9%
9	1979	9.6%
8	1483	7.2%
7	2252	10.9%
6	1443	7.0%
5	1731	8.4%
4	1515	7.3%
3	670	3.2%
2	2021	9.8%

Loudness
Real number (ℝ)

Distinct	9417
Distinct (%)	45.5%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-7.6716803

Minimum	-46.251
Maximum	0.92
Zeros	0
Zeros (%)	0.0%
Negative	20710
Negative (%)	> 99.9%
Memory size	162.0 KiB

Quantile statistics

Minimum	-46.251
5-th percentile	-15.8895
Q1	-8.858
median	-6.536
Q3	-4.931
95-th percentile	-3.199
Maximum	0.92
Range	47.171
Interquartile range (IQR)	3.927

Descriptive statistics

Standard deviation	4.6327486
Coefficient of variation (CV)	-0.60387664
Kurtosis	10.735181
Mean	-7.6716803
Median Absolute Deviation (MAD)	1.835
Skewness	-2.700817
Sum	-158926.53
Variance	21.462359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-7.818	25	0.1%
-7.768	21	0.1%
-4.501	16	0.1%
-6.887	15	0.1%
-6.253	14	0.1%
-6.246	12	0.1%
-5.76	12	0.1%
-5.077	12	0.1%
-5.549	11	0.1%
-4.592	11	0.1%
Other values (9407)	20567	99.3%

Value	Count	Frequency (%)
-46.251	1	< 0.1%
-44.761	1	< 0.1%
-43.988	1	< 0.1%
-41.932	1	< 0.1%
-41.766	1	< 0.1%
-41.696	1	< 0.1%
-41.53	2	< 0.1%
-41.001	1	< 0.1%
-39.919	1	< 0.1%
-39.869	1	< 0.1%

Value	Count	Frequency (%)
0.92	1	< 0.1%
0.829	1	< 0.1%
0.561	1	< 0.1%
0.522	1	< 0.1%
0.175	1	< 0.1%
0.006	1	< 0.1%
-0.007	1	< 0.1%
-0.14	1	< 0.1%
-0.142	1	< 0.1%
-0.155	4	< 0.1%

Speechiness
Real number (ℝ)

Distinct	1303
Distinct (%)	6.3%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.096456005

Minimum	0
Maximum	0.964
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0278
Q1	0.0357
median	0.0505
Q3	0.103
95-th percentile	0.324
Maximum	0.964
Range	0.964
Interquartile range (IQR)	0.0673

Descriptive statistics

Standard deviation	0.11196003
Coefficient of variation (CV)	1.1607367
Kurtosis	16.499958
Mean	0.096456005
Median Absolute Deviation (MAD)	0.0192
Skewness	3.3736906
Sum	1998.1826
Variance	0.012535048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0324	72	0.3%
0.0305	68	0.3%
0.0288	65	0.3%
0.0317	65	0.3%
0.0293	64	0.3%
0.0326	64	0.3%
0.0315	63	0.3%
0.0377	63	0.3%
0.0308	62	0.3%
0.0306	62	0.3%
Other values (1293)	20068	96.9%

Value	Count	Frequency (%)
0	17	0.1%
0.022	1	< 0.1%
0.0222	1	< 0.1%
0.0224	1	< 0.1%
0.0225	1	< 0.1%
0.0226	1	< 0.1%
0.0227	1	< 0.1%
0.0229	1	< 0.1%
0.023	2	< 0.1%
0.0231	1	< 0.1%

Value	Count	Frequency (%)
0.964	1	< 0.1%
0.962	1	< 0.1%
0.961	2	< 0.1%
0.96	2	< 0.1%
0.959	2	< 0.1%
0.956	1	< 0.1%
0.955	1	< 0.1%
0.954	1	< 0.1%
0.953	1	< 0.1%
0.952	1	< 0.1%

Acousticness
Real number (ℝ)

Distinct	1881
Distinct (%)	9.1%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.29153519

Minimum	0
Maximum	0.996
Zeros	134
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0016
Q1	0.0452
median	0.193
Q3	0.47725
95-th percentile	0.885
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.43205

Descriptive statistics

Standard deviation	0.28629898
Coefficient of variation (CV)	0.98203918
Kurtosis	-0.38256978
Mean	0.29153519
Median Absolute Deviation (MAD)	0.174
Skewness	0.88308992
Sum	6039.443
Variance	0.081967106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0001	145	0.7%
0	134	0.6%
0.0002	99	0.5%
0.0003	86	0.4%
0.0004	68	0.3%
0.0006	54	0.3%
0.0007	54	0.3%
0.0011	52	0.3%
0.114	50	0.2%
0.001	50	0.2%
Other values (1871)	19924	96.2%

Value	Count	Frequency (%)
0	134	0.6%
0.0001	145	0.7%
0.0002	99	0.5%
0.0003	86	0.4%
0.0004	68	0.3%
0.0005	48	0.2%
0.0006	54	0.3%
0.0007	54	0.3%
0.0008	43	0.2%
0.0009	49	0.2%

Value	Count	Frequency (%)
0.996	19	0.1%
0.995	27	0.1%
0.994	27	0.1%
0.993	21	0.1%
0.992	20	0.1%
0.991	18	0.1%
0.99	13	0.1%
0.989	17	0.1%
0.988	16	0.1%
0.987	16	0.1%

Instrumentalness
Real number (ℝ)

Zeros

Distinct	1354
Distinct (%)	6.5%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.055959852

Minimum	0
Maximum	1
Zeros	13529
Zeros (%)	65.3%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0005
95-th percentile	0.58
Maximum	1
Range	1
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.19326253
Coefficient of variation (CV)	3.4535925
Kurtosis	12.664098
Mean	0.055959852
Median Absolute Deviation (MAD)	0
Skewness	3.7200367
Sum	1159.2643
Variance	0.037350405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13529	65.3%
0.0001	1028	5.0%
0.0002	484	2.3%
0.0003	272	1.3%
0.0004	201	1.0%
0.0005	174	0.8%
0.0006	142	0.7%
0.0009	114	0.6%
0.0007	95	0.5%
0.0008	87	0.4%
Other values (1344)	4590	22.2%

Value	Count	Frequency (%)
0	13529	65.3%
0.0001	1028	5.0%
0.0002	484	2.3%
0.0003	272	1.3%
0.0004	201	1.0%
0.0005	174	0.8%
0.0006	142	0.7%
0.0007	95	0.5%
0.0008	87	0.4%
0.0009	114	0.6%

Value	Count	Frequency (%)
1	8	< 0.1%
0.999	1	< 0.1%
0.995	3	< 0.1%
0.993	1	< 0.1%
0.992	2	< 0.1%
0.989	2	< 0.1%
0.988	4	< 0.1%
0.986	2	< 0.1%
0.985	1	< 0.1%
0.983	1	< 0.1%

Liveness
Real number (ℝ)

Distinct	1536
Distinct (%)	7.4%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.193521

Minimum	0.0145
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0.0145
5-th percentile	0.058375
Q1	0.0941
median	0.125
Q3	0.237
95-th percentile	0.573
Maximum	1
Range	0.9855
Interquartile range (IQR)	0.1429

Descriptive statistics

Standard deviation	0.1685309
Coefficient of variation (CV)	0.87086623
Kurtosis	5.8521745
Mean	0.193521
Median Absolute Deviation (MAD)	0.0453
Skewness	2.310133
Sum	4008.981
Variance	0.028402665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11	237	1.1%
0.109	226	1.1%
0.111	215	1.0%
0.107	215	1.0%
0.108	211	1.0%
0.104	201	1.0%
0.103	195	0.9%
0.105	185	0.9%
0.101	185	0.9%
0.112	175	0.8%
Other values (1526)	18671	90.1%

Value	Count	Frequency (%)
0.0145	1	< 0.1%
0.015	1	< 0.1%
0.0157	1	< 0.1%
0.0158	1	< 0.1%
0.0181	1	< 0.1%
0.0182	1	< 0.1%
0.0188	1	< 0.1%
0.019	2	< 0.1%
0.0199	1	< 0.1%
0.02	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.997	1	< 0.1%
0.99	1	< 0.1%
0.986	1	< 0.1%
0.984	7	< 0.1%
0.983	5	< 0.1%
0.982	2	< 0.1%
0.98	2	< 0.1%
0.978	2	< 0.1%
0.977	5	< 0.1%

Valence
Real number (ℝ)

Distinct	1292
Distinct (%)	6.2%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.52985332

Minimum	0
Maximum	0.993
Zeros	47
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.119
Q1	0.339
median	0.537
Q3	0.72625
95-th percentile	0.921
Maximum	0.993
Range	0.993
Interquartile range (IQR)	0.38725

Descriptive statistics

Standard deviation	0.24544083
Coefficient of variation (CV)	0.4632241
Kurtosis	-0.92958778
Mean	0.52985332
Median Absolute Deviation (MAD)	0.194
Skewness	-0.10078586
Sum	10976.441
Variance	0.060241199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	71	0.3%
0.785	51	0.2%
0.962	47	0.2%
0	47	0.2%
0.491	44	0.2%
0.595	44	0.2%
0.637	44	0.2%
0.964	43	0.2%
0.285	43	0.2%
0.284	42	0.2%
Other values (1282)	20240	97.7%

Value	Count	Frequency (%)
0	47	0.2%
0.0024	1	< 0.1%
0.0029	1	< 0.1%
0.0099	2	< 0.1%
0.0129	1	< 0.1%
0.0144	1	< 0.1%
0.0153	1	< 0.1%
0.0154	2	< 0.1%
0.0185	3	< 0.1%
0.0256	1	< 0.1%

Value	Count	Frequency (%)
0.993	1	< 0.1%
0.991	1	< 0.1%
0.99	1	< 0.1%
0.989	1	< 0.1%
0.986	1	< 0.1%
0.985	2	< 0.1%
0.984	2	< 0.1%
0.982	2	< 0.1%
0.981	2	< 0.1%
0.98	4	< 0.1%

Tempo
Real number (ℝ)

Distinct	15024
Distinct (%)	72.5%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	120.63834

Minimum	0
Maximum	243.372
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	78.4305
Q1	97.002
median	119.965
Q3	139.935
95-th percentile	174.794
Maximum	243.372
Range	243.372
Interquartile range (IQR)	42.933

Descriptive statistics

Standard deviation	29.579018
Coefficient of variation (CV)	0.24518754
Kurtosis	-0.13017291
Mean	120.63834
Median Absolute Deviation (MAD)	21.2055
Skewness	0.3931929
Sum	2499143.9
Variance	874.91828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.986	24	0.1%
106.002	19	0.1%
0	17	0.1%
120.031	12	0.1%
119.982	11	0.1%
129.971	10	< 0.1%
120.057	10	< 0.1%
100.015	10	< 0.1%
140.006	10	< 0.1%
106.001	9	< 0.1%
Other values (15014)	20584	99.4%

Value	Count	Frequency (%)
0	17	0.1%
37.114	1	< 0.1%
38.137	1	< 0.1%
43.509	1	< 0.1%
45.397	1	< 0.1%
46.718	1	< 0.1%
47.362	3	< 0.1%
48.028	1	< 0.1%
48.19	2	< 0.1%
48.637	1	< 0.1%

Value	Count	Frequency (%)
243.372	1	< 0.1%
236.059	1	< 0.1%
220.099	1	< 0.1%
215.918	1	< 0.1%
214.025	1	< 0.1%
213.503	1	< 0.1%
211.958	1	< 0.1%
210.857	1	< 0.1%
209.953	1	< 0.1%
209.795	1	< 0.1%

Duration_ms
Real number (ℝ)

Skewed

Distinct	14690
Distinct (%)	70.9%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	224717.58

Minimum	30985
Maximum	4676058
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	30985
5-th percentile	133707.75
Q1	180009.5
median	213284.5
Q3	252443
95-th percentile	335837
Maximum	4676058
Range	4645073
Interquartile range (IQR)	72433.5

Descriptive statistics

Standard deviation	124790.54
Coefficient of variation (CV)	0.55532168
Kurtosis	788.22417
Mean	224717.58
Median Absolute Deviation (MAD)	35751.5
Skewness	23.375959
Sum	4.6552494 × 10⁹
Variance	1.557268 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
237467	26	0.1%
217547	19	0.1%
216000	18	0.1%
180000	12	0.1%
240000	12	0.1%
160000	12	0.1%
170000	10	< 0.1%
31000	10	< 0.1%
192000	10	< 0.1%
252443	9	< 0.1%
Other values (14680)	20578	99.3%

Value	Count	Frequency (%)
30985	1	< 0.1%
31000	10	< 0.1%
31437	1	< 0.1%
35000	1	< 0.1%
37000	1	< 0.1%
38000	2	< 0.1%
39000	2	< 0.1%
40000	1	< 0.1%
41000	1	< 0.1%
42000	1	< 0.1%

Value	Count	Frequency (%)
4676058	1	< 0.1%
4581483	9	< 0.1%
4120258	1	< 0.1%
3340672	1	< 0.1%
1484260	1	< 0.1%
1427979	1	< 0.1%
1330157	2	< 0.1%
983432	1	< 0.1%
975267	1	< 0.1%
944325	1	< 0.1%

Url_youtube
Text

Distinct	18155
Distinct (%)	87.6%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

Length

Max length	43
Median length	43
Mean length	42.274061
Min length	11

Characters and Unicode

Total characters	875834
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16611 ?
Unique (%)	80.2%

Sample

1st row	https://www.youtube.com/watch?v=HyHNuVaZJ-k
2nd row	https://www.youtube.com/watch?v=yYDmaexVHic
3rd row	https://www.youtube.com/watch?v=qJa-VFwPpYA
4th row	https://www.youtube.com/watch?v=04mfKJWDSzI
5th row	https://www.youtube.com/watch?v=1V_xRb0x9aw

Value	Count	Frequency (%)
non-youtube	470	2.3%
https://www.youtube.com/watch?v=gqovxbflwjy	18	0.1%
https://www.youtube.com/watch?v=zxg1yj1si58	13	0.1%
https://www.youtube.com/watch?v=2znsgszhbfm	12	0.1%
https://www.youtube.com/watch?v=glfy8m3wjoe	10	< 0.1%
https://www.youtube.com/watch?v=6nb-prb-4p0	10	< 0.1%
https://www.youtube.com/watch?v=69-jna4qlsm	10	< 0.1%
https://www.youtube.com/watch?v=n-ak6jnyfmk	10	< 0.1%
https://www.youtube.com/watch?v=lw57rk7hr3y	10	< 0.1%
https://www.youtube.com/watch?v=epjtnspfwk8	10	< 0.1%
Other values (18145)	20145	97.2%

Most occurring characters

Value	Count	Frequency (%)
w	85465	9.8%
t	84729	9.7%
/	60744	6.9%
o	45752	5.2%
c	44906	5.1%
u	44677	5.1%
h	43714	5.0%
.	40496	4.6%
s	24604	2.8%
e	23885	2.7%
Other values (59)	376862	43.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	875834	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
w	85465	9.8%
t	84729	9.7%
/	60744	6.9%
o	45752	5.2%
c	44906	5.1%
u	44677	5.1%
h	43714	5.0%
.	40496	4.6%
s	24604	2.8%
e	23885	2.7%
Other values (59)	376862	43.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	875834	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
w	85465	9.8%
t	84729	9.7%
/	60744	6.9%
o	45752	5.2%
c	44906	5.1%
u	44677	5.1%
h	43714	5.0%
.	40496	4.6%
s	24604	2.8%
e	23885	2.7%
Other values (59)	376862	43.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	875834	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
w	85465	9.8%
t	84729	9.7%
/	60744	6.9%
o	45752	5.2%
c	44906	5.1%
u	44677	5.1%
h	43714	5.0%
.	40496	4.6%
s	24604	2.8%
e	23885	2.7%
Other values (59)	376862	43.0%

Title
Text

Distinct	18147
Distinct (%)	87.6%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Length

Max length	188
Median length	92
Mean length	49.287479
Min length	3

Characters and Unicode

Total characters	1021138
Distinct characters	94
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16596 ?
Unique (%)	80.1%

Sample

1st row	Gorillaz - Feel Good Inc. (Official Video)
2nd row	Gorillaz - Rhinestone Eyes [Storyboard Film] (Official Music Video)
3rd row	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser)
4th row	Gorillaz - On Melancholy Hill (Official Video)
5th row	Gorillaz - Clint Eastwood (Official Video)

Value	Count	Frequency (%)
	23995	13.3%
video	9476	5.2%
official	7510	4.1%
music	3135	1.7%
the	2652	1.5%
ft	1899	1.0%
oficial	1409	0.8%
feat	1119	0.6%
you	942	0.5%
me	911	0.5%
Other values (20498)	127957	70.7%

Most occurring characters

Value	Count	Frequency (%)
	161572	15.8%
i	72129	7.1%
e	68869	6.7%
a	65685	6.4%
o	52354	5.1%
n	37101	3.6%
l	34572	3.4%
r	34215	3.4%
t	27348	2.7%
s	27012	2.6%
Other values (84)	440281	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1021138	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	161572	15.8%
i	72129	7.1%
e	68869	6.7%
a	65685	6.4%
o	52354	5.1%
n	37101	3.6%
l	34572	3.4%
r	34215	3.4%
t	27348	2.7%
s	27012	2.6%
Other values (84)	440281	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1021138	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	161572	15.8%
i	72129	7.1%
e	68869	6.7%
a	65685	6.4%
o	52354	5.1%
n	37101	3.6%
l	34572	3.4%
r	34215	3.4%
t	27348	2.7%
s	27012	2.6%
Other values (84)	440281	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1021138	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	161572	15.8%
i	72129	7.1%
e	68869	6.7%
a	65685	6.4%
o	52354	5.1%
n	37101	3.6%
l	34572	3.4%
r	34215	3.4%
t	27348	2.7%
s	27012	2.6%
Other values (84)	440281	43.1%

Channel
Text

Distinct	6715
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 MiB

Length

Max length	60
Median length	46
Mean length	13.214837
Min length	1

Characters and Unicode

Total characters	273785
Distinct characters	86
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3928 ?
Unique (%)	19.0%

Sample

1st row	Gorillaz
2nd row	Gorillaz
3rd row	Gorillaz
4th row	Gorillaz
5th row	Gorillaz

Value	Count	Frequency (%)
	1330	3.7%
topic	1068	3.0%
music	770	2.2%
non-youtube	470	1.3%
records	387	1.1%
the	319	0.9%
t-series	249	0.7%
official	182	0.5%
oficial	137	0.4%
tv	132	0.4%
Other values (7922)	30519	85.8%

Most occurring characters

Value	Count	Frequency (%)
e	19655	7.2%
a	18367	6.7%
i	17136	6.3%
o	15744	5.8%
	14970	5.5%
V	14490	5.3%
n	13424	4.9%
r	11843	4.3%
s	10339	3.8%
l	9315	3.4%
Other values (76)	128502	46.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	273785	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	19655	7.2%
a	18367	6.7%
i	17136	6.3%
o	15744	5.8%
	14970	5.5%
V	14490	5.3%
n	13424	4.9%
r	11843	4.3%
s	10339	3.8%
l	9315	3.4%
Other values (76)	128502	46.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	273785	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	19655	7.2%
a	18367	6.7%
i	17136	6.3%
o	15744	5.8%
	14970	5.5%
V	14490	5.3%
n	13424	4.9%
r	11843	4.3%
s	10339	3.8%
l	9315	3.4%
Other values (76)	128502	46.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	273785	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	19655	7.2%
a	18367	6.7%
i	17136	6.3%
o	15744	5.8%
	14970	5.5%
V	14490	5.3%
n	13424	4.9%
r	11843	4.3%
s	10339	3.8%
l	9315	3.4%
Other values (76)	128502	46.9%

Views
Real number (ℝ)

Zeros

Distinct	19245
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91806786

Minimum	0
Maximum	8.0796494 × 10⁹
Zeros	471
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15404.45
Q1	1484004
median	13373900
Q3	67492280
95-th percentile	4.2621334 × 10⁸
Maximum	8.0796494 × 10⁹
Range	8.0796494 × 10⁹
Interquartile range (IQR)	66008276

Descriptive statistics

Standard deviation	2.7187113 × 10⁸
Coefficient of variation (CV)	2.9613402
Kurtosis	151.78714
Mean	91806786
Median Absolute Deviation (MAD)	13235852
Skewness	9.3299213
Sum	1.902053 × 10¹²
Variance	7.3913911 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	471	2.3%
25883254	10	< 0.1%
6639	10	< 0.1%
3020790	10	< 0.1%
99348431	10	< 0.1%
3877674	10	< 0.1%
312226510	10	< 0.1%
21912	10	< 0.1%
13099675	10	< 0.1%
1012205556	10	< 0.1%
Other values (19235)	20157	97.3%

Value	Count	Frequency (%)
0	471	2.3%
2	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
15	1	< 0.1%
21	2	< 0.1%
24	1	< 0.1%
26	1	< 0.1%
28	1	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
8079649362	1	< 0.1%
8079646911	1	< 0.1%
5908398479	1	< 0.1%
5773798407	1	< 0.1%
5773797147	1	< 0.1%
4898831101	1	< 0.1%
4821016218	1	< 0.1%
4679767471	1	< 0.1%
3817733132	1	< 0.1%
3725748519	1	< 0.1%

Likes
Real number (ℝ)

Zeros

Distinct	17939
Distinct (%)	86.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	646019.53

Minimum	0
Maximum	50788652
Zeros	559
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	188.55
Q1	17584
median	115136
Q3	499660.75
95-th percentile	2965245.5
Maximum	50788652
Range	50788652
Interquartile range (IQR)	482076.75

Descriptive statistics

Standard deviation	1768972.5
Coefficient of variation (CV)	2.7382648
Kurtosis	138.51205
Mean	646019.53
Median Absolute Deviation (MAD)	112831.5
Skewness	8.7671533
Sum	1.3384233 × 10¹⁰
Variance	3.1292637 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	559	2.7%
5730	14	0.1%
12	13	0.1%
32	13	0.1%
1	12	0.1%
256	12	0.1%
21	11	0.1%
92753	10	< 0.1%
143480	10	< 0.1%
62411	10	< 0.1%
Other values (17929)	20054	96.8%

Value	Count	Frequency (%)
0	559	2.7%
1	12	0.1%
2	6	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	2	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
50788652	1	< 0.1%
50788626	1	< 0.1%
40147674	1	< 0.1%
40147618	1	< 0.1%
35892575	1	< 0.1%
31047780	1	< 0.1%
27588224	1	< 0.1%
27588189	1	< 0.1%
26446178	1	< 0.1%
26399133	1	< 0.1%

Comments
Real number (ℝ)

Skewed Zeros

Distinct	10485
Distinct (%)	50.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26763.211

Minimum	0
Maximum	16083138
Zeros	1068
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	408.25
median	3008
Q3	13729
95-th percentile	98965.8
Maximum	16083138
Range	16083138
Interquartile range (IQR)	13320.75

Descriptive statistics

Standard deviation	190615.65
Coefficient of variation (CV)	7.1223013
Kurtosis	2940.7487
Mean	26763.211
Median Absolute Deviation (MAD)	2969
Skewness	44.284517
Sum	5.544802 × 10⁸
Variance	3.6334326 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1068	5.2%
2	85	0.4%
1	85	0.4%
4	63	0.3%
7	58	0.3%
6	54	0.3%
3	51	0.2%
5	49	0.2%
21	46	0.2%
12	41	0.2%
Other values (10475)	19118	92.3%

Value	Count	Frequency (%)
0	1068	5.2%
1	85	0.4%
2	85	0.4%
3	51	0.2%
4	63	0.3%
5	49	0.2%
6	54	0.3%
7	58	0.3%
8	37	0.2%
9	34	0.2%

Value	Count	Frequency (%)
16083138	1	< 0.1%
9131761	1	< 0.1%
6535721	1	< 0.1%
6535719	1	< 0.1%
5331537	1	< 0.1%
5130725	1	< 0.1%
4805805	1	< 0.1%
4252791	2	< 0.1%
3637659	1	< 0.1%
3486944	1	< 0.1%

Description
Text

Distinct	17393
Distinct (%)	84.0%
Missing	0
Missing (%)	0.0%
Memory size	22.4 MiB

Length

Max length	6786
Median length	3290
Mean length	1083.9426
Min length	1

Characters and Unicode

Total characters	22457122
Distinct characters	97
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15750 ?
Unique (%)	76.0%

Sample

1st row	Official HD Video for Gorillaz' fantastic track Feel Good Inc. Follow Gorillaz online: http://gorillaz.com http://facebook.com/Gorillaz http://twitter.com/GorillazBand http://instagram/Gorillaz For more information on Gorillaz don't forget to check out the official website at http://www.gorillaz.com
2nd row	The official video for Gorillaz - Rhinestone Eyes Rhinestone Eyes is taken from the 2010 album Plastic Beach including the singles Rhinestone Eyes, Stylo, Superfast Jellyfish and On Melancholy Hill. Follow Gorillaz online: https://instagram.com/gorillaz https://tiktok.com/@gorillaz https://twitter.com/gorillaz https://facebook.com/gorillaz https://gorillaz.com #Gorillaz #RhinestoneEyes #PlasticBeach
3rd row	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser) Pre-order Cracker Island album: https://gorillaz.com Listen to New Gold: https://gorill.az/newgold Join The Last Cult: https://thelastcult.org Listen to Gorillaz: https://gorill.az/listen Shop Gorillaz: https://store.gorillaz.com/ Tour gorillaz.com/tour Follow Gorillaz: https://instagram.com/gorillaz https://tiktok.com/@gorillaz https://twitter.com/gorillaz https://facebook.com/gorillaz https://gorillaz.com Director: Jamie Hewlett Co-Direction: Swear Studio, Steve Gallagher Exec Producers: Jamie Hewlett & Damon Albarn Producer: Alexa Pearson Video Design: Catherine Woodhouse Video Design: SHOP #newgold #crackerisland #gorillaz #newmusic #newalbum
4th row	Follow Gorillaz online: http://gorillaz.com http://facebook.com/Gorillaz http://twitter.com/GorillazBand https://instagram.com/gorillaz Music video by Gorillaz performing On Melancholy Hill. (P) 2010 The copyright in this audiovisual recording is owned by Parlophone Records
5th row	The official music video for Gorillaz - Clint Eastwood Taken from Gorillaz debut Studio Album 'Gorillaz' released in 2001, which features the singles Clint Eastwood, 19-2000, Rock The House & Tomorrow Comes Today. Pre-order Cracker Island album: https://gorillaz.com Subscribe to the Gorillaz channel for all the best and latest official music videos, behind the scenes and live performances here - https://bit.ly/subscribegorillaz Listen to more from the album 'Gorillaz' here https://www.youtube.com/playlist?list=OLAK5uy_nCZqWcwZb_UQ0lmFgYUHiywAlyKVBP_uA See more official videos from Gorillaz here: https://www.youtube.com/playlist?list=PLtKoi37ubAW01MrQNue2ekVg5k9jrlLyo Follow Gorillaz: https://instagram.com/gorillaz https://tiktok.com/@gorillaz https://twitter.com/gorillaz https://facebook.com/gorillaz https://gorillaz.com LYRICS: I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long The future is coming on I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long The future is coming on It's coming on, it's coming on It's coming on, it's coming on Finally someone let me out of my cage Now time for me is nothin', 'cause I'm countin' no age Now I couldn't be there, now you shouldn't be scared I'm good at repairs, and I'm under each snare Intangible (ah y'all), bet you didn't think So I command you to, panoramic view (you) Look, I'll make it all manageable Pick and choose, sit and lose all you different crews Chicks and dudes, who you think is really kicking tunes? Picture you getting down in a picture tube Like you lit the fuse, you think it's fictional? Mystical? Maybe Spiritual hero who appears on you to clear your view When you're too crazy Lifeless to those the definition for what life is Priceless to you because I put you on the hype shift Did you like it? Gut smokin' righteous with one toke You're psychic among knows possess you with one go I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long The future is coming on I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long The future (that's right) is coming on It's coming on, it's coming on It's coming on, it's coming on The essence, the basics without did you make it? Allow me to make this childlike in nature Rhythm, you have it or you don't That's a fallacy, I'm in them Every sprouting tree, every child of peace Every cloud and sea, you see with your eyes I see destruction and demise Corruption in the skies (that's right) From this fucking enterprise, now I'm sucked into your lies Through Russel, not his muscles But percussion he provides For me as a guide, y'all can see me now 'Cause you don't see with your eye You perceive with your mind, that's the inner (fuck 'em) So I'mma stick around with Russ and be a mentor Bust a few rhymes so motherfuckers remember Where the thought is, I brought all this So you can survive when law is lawless (right here) Feeling sensations that you thought was dead No squealing and remember that it's all in your head I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long The future is coming on I ain't happy, I'm feeling glad I got sunshine in a bag I'm useless but not for long My future is coming on It's coming on, it's coming on It's coming on, it's coming on My future It's coming on, it's coming on, it's coming on It's coming on, it's coming on, my future It's coming on, it's coming on, it's coming on It's coming on, it's coming on, my future It's coming on, it's coming on, it's coming on My future It's coming on, it's coming on, it's coming on My future It's coming on, it's coming on, it's coming on My future About Gorillaz: Virtual band Gorillaz is singer 2D, bassist Murdoc Niccals, guitarist Noodle and drummer Russel Hobbs. Created by Damon Albarn and Jamie Hewlett, their acclaimed eponymous debut album was released in 2001. The BRIT and Grammy Award winning band's subsequent albums are Demon Days (2005), Plastic Beach (2010), The Fall (2011), Humanz (2017) and The Now Now (2018). A truly global phenomenon, Gorillaz have achieved success in entirely ground-breaking ways, touring the world from San Diego to Syria, winning numerous awards including the coveted Jim Henson Creativity Honor. * The band are recognised by The Guinness Book Of World Records as the planet's Most Successful Virtual Act. #Gorillaz #ClintEastwood

Value	Count	Frequency (%)
	85225	2.7%
the	68560	2.1%
to	41399	1.3%
i	40188	1.3%
you	38593	1.2%
a	38550	1.2%
and	35623	1.1%
me	30947	1.0%
music	23690	0.7%
que	22927	0.7%
Other values (190244)	2786463	86.7%

Most occurring characters

Value	Count	Frequency (%)
	2825513	12.6%
e	1626332	7.2%
a	1365266	6.1%
o	1350465	6.0%
t	1253356	5.6%
i	1111319	4.9%
n	990601	4.4%
s	913768	4.1%
r	901630	4.0%
l	695024	3.1%
Other values (87)	9423848	42.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	22457122	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2825513	12.6%
e	1626332	7.2%
a	1365266	6.1%
o	1350465	6.0%
t	1253356	5.6%
i	1111319	4.9%
n	990601	4.4%
s	913768	4.1%
r	901630	4.0%
l	695024	3.1%
Other values (87)	9423848	42.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	22457122	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2825513	12.6%
e	1626332	7.2%
a	1365266	6.1%
o	1350465	6.0%
t	1253356	5.6%
i	1111319	4.9%
n	990601	4.4%
s	913768	4.1%
r	901630	4.0%
l	695024	3.1%
Other values (87)	9423848	42.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	22457122	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2825513	12.6%
e	1626332	7.2%
a	1365266	6.1%
o	1350465	6.0%
t	1253356	5.6%
i	1111319	4.9%
n	990601	4.4%
s	913768	4.1%
r	901630	4.0%
l	695024	3.1%
Other values (87)	9423848	42.0%

Licensed
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

True	14140
False	6108
Non-Youtube	470

Length

Max length	11
Median length	4
Mean length	4.4536152
Min length	4

Characters and Unicode

Total characters	92270
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	True
2nd row	True
3rd row	True
4th row	True
5th row	True

Common Values

Value	Count	Frequency (%)
True	14140	68.2%
False	6108	29.5%
Non-Youtube	470	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
true	14140	68.2%
false	6108	29.5%
non-youtube	470	2.3%

Most occurring characters

Value	Count	Frequency (%)
e	20718	22.5%
u	15080	16.3%
T	14140	15.3%
r	14140	15.3%
F	6108	6.6%
a	6108	6.6%
l	6108	6.6%
s	6108	6.6%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	92270	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	20718	22.5%
u	15080	16.3%
T	14140	15.3%
r	14140	15.3%
F	6108	6.6%
a	6108	6.6%
l	6108	6.6%
s	6108	6.6%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	92270	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	20718	22.5%
u	15080	16.3%
T	14140	15.3%
r	14140	15.3%
F	6108	6.6%
a	6108	6.6%
l	6108	6.6%
s	6108	6.6%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	92270	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	20718	22.5%
u	15080	16.3%
T	14140	15.3%
r	14140	15.3%
F	6108	6.6%
a	6108	6.6%
l	6108	6.6%
s	6108	6.6%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.5%

official_video
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

True	15723
False	4525
Non-Youtube	470

Length

Max length	11
Median length	4
Mean length	4.3772082
Min length	4

Characters and Unicode

Total characters	90687
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	True
2nd row	True
3rd row	True
4th row	True
5th row	True

Common Values

Value	Count	Frequency (%)
True	15723	75.9%
False	4525	21.8%
Non-Youtube	470	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
true	15723	75.9%
false	4525	21.8%
non-youtube	470	2.3%

Most occurring characters

Value	Count	Frequency (%)
e	20718	22.8%
u	16663	18.4%
T	15723	17.3%
r	15723	17.3%
F	4525	5.0%
a	4525	5.0%
l	4525	5.0%
s	4525	5.0%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	90687	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	20718	22.8%
u	16663	18.4%
T	15723	17.3%
r	15723	17.3%
F	4525	5.0%
a	4525	5.0%
l	4525	5.0%
s	4525	5.0%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	90687	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	20718	22.8%
u	16663	18.4%
T	15723	17.3%
r	15723	17.3%
F	4525	5.0%
a	4525	5.0%
l	4525	5.0%
s	4525	5.0%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	90687	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	20718	22.8%
u	16663	18.4%
T	15723	17.3%
r	15723	17.3%
F	4525	5.0%
a	4525	5.0%
l	4525	5.0%
s	4525	5.0%
o	940	1.0%
N	470	0.5%
Other values (5)	2350	2.6%

Stream
Real number (ℝ)

Distinct	18644
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.339019 × 10⁸

Minimum	0
Maximum	3.3865203 × 10⁹
Zeros	11
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2328810.2
Q1	17393997
median	48987283
Q3	1.3580659 × 10⁸
95-th percentile	5.6852717 × 10⁸
Maximum	3.3865203 × 10⁹
Range	3.3865203 × 10⁹
Interquartile range (IQR)	1.184126 × 10⁸

Descriptive statistics

Standard deviation	2.416096 × 10⁸
Coefficient of variation (CV)	1.8043777
Kurtosis	23.66181
Mean	1.339019 × 10⁸
Median Absolute Deviation (MAD)	39491201
Skewness	4.153085
Sum	2.7741796 × 10¹²
Variance	5.83752 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
169769959	24	0.1%
89466323	19	0.1%
0	11	0.1%
68848994	10	< 0.1%
48533462	10	< 0.1%
557368632	10	< 0.1%
21912	10	< 0.1%
9999321	9	< 0.1%
179230151	9	< 0.1%
23128326	9	< 0.1%
Other values (18634)	20597	99.4%

Value	Count	Frequency (%)
0	11	0.1%
2	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
15	1	< 0.1%
21	2	< 0.1%
24	1	< 0.1%
28	1	< 0.1%
34	1	< 0.1%
38	1	< 0.1%

Value	Count	Frequency (%)
3386520288	1	< 0.1%
3362005201	1	< 0.1%
2634013335	1	< 0.1%
2594926619	1	< 0.1%
2538329799	2	< 0.1%
2522431995	1	< 0.1%
2456205158	2	< 0.1%
2369272335	1	< 0.1%
2365777505	2	< 0.1%
2336219850	2	< 0.1%

youtube_spotify_ratio
Real number (ℝ)

Skewed Zeros

Distinct	19779
Distinct (%)	95.5%
Missing	11
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.055291

Minimum	0
Maximum	13511.076
Zeros	460
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00084149906
Q1	0.06584966
median	0.30307345
Q3	0.88629995
95-th percentile	3.3420348
Maximum	13511.076
Range	13511.076
Interquartile range (IQR)	0.82045029

Descriptive statistics

Standard deviation	98.389965
Coefficient of variation (CV)	47.871549
Kurtosis	17277.181
Mean	2.055291
Median Absolute Deviation (MAD)	0.28287481
Skewness	128.04011
Sum	42558.911
Variance	9680.5852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	460	2.2%
1	156	0.8%
0.004505102107	7	< 0.1%
0.004505107997	6	< 0.1%
0.34819031	5	< 0.1%
0.01318193816	4	< 0.1%
0.2761522568	4	< 0.1%
0.007167863143	4	< 0.1%
0.0004314537715	4	< 0.1%
0.03742969746	3	< 0.1%
Other values (19769)	20054	96.8%
(Missing)	11	0.1%

Value	Count	Frequency (%)
0	460	2.2%
2.588155307 × 10^-8	1	< 0.1%
5.171064485 × 10^-7	1	< 0.1%
5.954901044 × 10^-7	1	< 0.1%
1.009612708 × 10^-6	1	< 0.1%
1.548390018 × 10^-6	1	< 0.1%
1.559958476 × 10^-6	2	< 0.1%
1.871510062 × 10^-6	1	< 0.1%
2.221112283 × 10^-6	1	< 0.1%
2.875824776 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
13511.07624	1	< 0.1%
3811.553684	1	< 0.1%
1617.425511	1	< 0.1%
323.0200073	1	< 0.1%
273.772115	1	< 0.1%
252.7103259	1	< 0.1%
239.7192478	1	< 0.1%
235.9588781	1	< 0.1%
215.6508484	1	< 0.1%
176.5704847	1	< 0.1%

success_category
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Spotify Dominant	16240
YouTube Dominant	4478

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Characters and Unicode

Total characters	331488
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Spotify Dominant
2nd row	Spotify Dominant
3rd row	Spotify Dominant
4th row	Spotify Dominant
5th row	YouTube Dominant

Common Values

Value	Count	Frequency (%)
Spotify Dominant	16240	78.4%
YouTube Dominant	4478	21.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
dominant	20718	50.0%
spotify	16240	39.2%
youtube	4478	10.8%

Most occurring characters

Value	Count	Frequency (%)
o	41436	12.5%
n	41436	12.5%
t	36958	11.1%
i	36958	11.1%
D	20718	6.2%
m	20718	6.2%
a	20718	6.2%
	20718	6.2%
S	16240	4.9%
p	16240	4.9%
Other values (7)	59348	17.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	331488	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	41436	12.5%
n	41436	12.5%
t	36958	11.1%
i	36958	11.1%
D	20718	6.2%
m	20718	6.2%
a	20718	6.2%
	20718	6.2%
S	16240	4.9%
p	16240	4.9%
Other values (7)	59348	17.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	331488	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	41436	12.5%
n	41436	12.5%
t	36958	11.1%
i	36958	11.1%
D	20718	6.2%
m	20718	6.2%
a	20718	6.2%
	20718	6.2%
S	16240	4.9%
p	16240	4.9%
Other values (7)	59348	17.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	331488	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	41436	12.5%
n	41436	12.5%
t	36958	11.1%
i	36958	11.1%
D	20718	6.2%
m	20718	6.2%
a	20718	6.2%
	20718	6.2%
S	16240	4.9%
p	16240	4.9%
Other values (7)	59348	17.9%

title_length
Real number (ℝ)

Distinct	114
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.287479

Minimum	3
Maximum	188
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	3
5-th percentile	16.85
Q1	36
median	47
Q3	61
95-th percentile	90
Maximum	188
Range	185
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	20.665582
Coefficient of variation (CV)	0.41928664
Kurtosis	0.3891041
Mean	49.287479
Median Absolute Deviation (MAD)	12
Skewness	0.47789187
Sum	1021138
Variance	427.06626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	524	2.5%
46	493	2.4%
47	474	2.3%
49	472	2.3%
41	472	2.3%
44	471	2.3%
48	456	2.2%
43	447	2.2%
40	438	2.1%
50	438	2.1%
Other values (104)	16033	77.4%

Value	Count	Frequency (%)
3	4	< 0.1%
4	13	0.1%
5	18	0.1%
6	24	0.1%
7	20	0.1%
8	30	0.1%
9	34	0.2%
10	39	0.2%
11	524	2.5%
12	49	0.2%

Value	Count	Frequency (%)
188	4	< 0.1%
176	1	< 0.1%
142	1	< 0.1%
140	1	< 0.1%
119	2	< 0.1%
116	3	< 0.1%
115	3	< 0.1%
112	1	< 0.1%
111	2	< 0.1%
109	3	< 0.1%

title_word_count
Real number (ℝ)

Distinct	30
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.7366058

Minimum	1
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	162.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	6
median	8
Q3	11
95-th percentile	16
Maximum	30
Range	29
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.7812058
Coefficient of variation (CV)	0.43280031
Kurtosis	0.75347654
Mean	8.7366058
Median Absolute Deviation (MAD)	2
Skewness	0.59649266
Sum	181005
Variance	14.297517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
8	2580	12.5%
7	2518	12.2%
9	2394	11.6%
6	2114	10.2%
10	1882	9.1%
11	1511	7.3%
5	1463	7.1%
12	1060	5.1%
4	891	4.3%
13	798	3.9%
Other values (20)	3507	16.9%

Value	Count	Frequency (%)
1	586	2.8%
2	191	0.9%
3	454	2.2%
4	891	4.3%
5	1463	7.1%
6	2114	10.2%
7	2518	12.2%
8	2580	12.5%
9	2394	11.6%
10	1882	9.1%

Value	Count	Frequency (%)
30	1	< 0.1%
29	1	< 0.1%
28	5	< 0.1%
27	1	< 0.1%
26	3	< 0.1%
25	1	< 0.1%
24	2	< 0.1%
23	9	< 0.1%
22	24	0.1%
21	28	0.1%

title_length_cat
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

Very Short	4405
Long	4153
Short	4092
Medium	4080
Very Long	3988

Length

Max length	10
Median length	6
Mean length	6.8295202
Min length	4

Characters and Unicode

Total characters	141494
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Short
2nd row	Very Long
3rd row	Very Long
4th row	Medium
5th row	Short

Common Values

Value	Count	Frequency (%)
Very Short	4405	21.3%
Long	4153	20.0%
Short	4092	19.8%
Medium	4080	19.7%
Very Long	3988	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
short	8497	29.2%
very	8393	28.8%
long	8141	28.0%
medium	4080	14.0%

Most occurring characters

Value	Count	Frequency (%)
r	16890	11.9%
o	16638	11.8%
e	12473	8.8%
t	8497	6.0%
h	8497	6.0%
S	8497	6.0%
V	8393	5.9%
	8393	5.9%
y	8393	5.9%
L	8141	5.8%
Other values (7)	36682	25.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	141494	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	16890	11.9%
o	16638	11.8%
e	12473	8.8%
t	8497	6.0%
h	8497	6.0%
S	8497	6.0%
V	8393	5.9%
	8393	5.9%
y	8393	5.9%
L	8141	5.8%
Other values (7)	36682	25.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	141494	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	16890	11.9%
o	16638	11.8%
e	12473	8.8%
t	8497	6.0%
h	8497	6.0%
S	8497	6.0%
V	8393	5.9%
	8393	5.9%
y	8393	5.9%
L	8141	5.8%
Other values (7)	36682	25.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	141494	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	16890	11.9%
o	16638	11.8%
e	12473	8.8%
t	8497	6.0%
h	8497	6.0%
S	8497	6.0%
V	8393	5.9%
	8393	5.9%
y	8393	5.9%
L	8141	5.8%
Other values (7)	36682	25.9%

Interactions

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Index	Artist	Url_spotify	Track	Album	Album_type	Uri	Danceability	Energy	Key	Loudness	Speechiness	Acousticness	Instrumentalness	Liveness	Valence	Tempo	Duration_ms	Url_youtube	Title	Channel	Views	Likes	Comments	Description	Licensed	official_video	Stream	youtube_spotify_ratio	success_category	title_length	title_word_count	title_length_cat
0	0	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	Feel Good Inc.	Demon Days	album	spotify:track:0d28khcov6AiegSCpG5TuT	0.818	0.705	6.0	-6.679	0.1770	0.0084	0.0023	0.6130	0.772	138.559	222640.0	https://www.youtube.com/watch?v=HyHNuVaZJ-k	Gorillaz - Feel Good Inc. (Official Video)	Gorillaz	693555221.0	6220896.0	169907.0	Official HD Video for Gorillaz' fantastic track Feel Good Inc.\n\nFollow Gorillaz online:\nhttp://gorillaz.com\nhttp://facebook.com/Gorillaz\nhttp://twitter.com/GorillazBand\nhttp://instagram/Gorillaz\n\nFor more information on Gorillaz don't forget to check out the official website at http://www.gorillaz.com	True	True	1.040235e+09	0.666729	Spotify Dominant	42	7	Short
1	1	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	Rhinestone Eyes	Plastic Beach	album	spotify:track:1foMv2HQwfQ2vntFf9HFeG	0.676	0.703	8.0	-5.815	0.0302	0.0869	0.0007	0.0463	0.852	92.761	200173.0	https://www.youtube.com/watch?v=yYDmaexVHic	Gorillaz - Rhinestone Eyes [Storyboard Film] (Official Music Video)	Gorillaz	72011645.0	1079128.0	31003.0	The official video for Gorillaz - Rhinestone Eyes\n\nRhinestone Eyes is taken from the 2010 album Plastic Beach including the singles Rhinestone Eyes, Stylo, Superfast Jellyfish and On Melancholy Hill.\n\nFollow Gorillaz online:\nhttps://instagram.com/gorillaz \nhttps://tiktok.com/@gorillaz \nhttps://twitter.com/gorillaz \nhttps://facebook.com/gorillaz \nhttps://gorillaz.com\n\n#Gorillaz #RhinestoneEyes #PlasticBeach	True	True	3.100837e+08	0.232233	Spotify Dominant	67	9	Very Long
2	2	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	New Gold (feat. Tame Impala and Bootie Brown)	New Gold (feat. Tame Impala and Bootie Brown)	single	spotify:track:64dLd6rVqDLtkXFYrEUHIU	0.695	0.923	1.0	-3.930	0.0522	0.0425	0.0469	0.1160	0.551	108.014	215150.0	https://www.youtube.com/watch?v=qJa-VFwPpYA	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser)	Gorillaz	8435055.0	282142.0	7399.0	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser)\n\nPre-order Cracker Island album: https://gorillaz.com \nListen to New Gold: https://gorill.az/newgold\nJoin The Last Cult: https://thelastcult.org\nListen to Gorillaz: https://gorill.az/listen\nShop Gorillaz: https://store.gorillaz.com/\nTour gorillaz.com/tour\n\nFollow Gorillaz: \nhttps://instagram.com/gorillaz \nhttps://tiktok.com/@gorillaz\nhttps://twitter.com/gorillaz \nhttps://facebook.com/gorillaz \nhttps://gorillaz.com\n\nDirector: Jamie Hewlett\nCo-Direction: Swear Studio, Steve Gallagher\nExec Producers: Jamie Hewlett & Damon Albarn\nProducer: Alexa Pearson\nVideo Design: Catherine Woodhouse\nVideo Design: SHOP\n\n#newgold #crackerisland #gorillaz #newmusic #newalbum	True	True	6.306347e+07	0.133755	Spotify Dominant	72	12	Very Long
3	3	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	On Melancholy Hill	Plastic Beach	album	spotify:track:0q6LuUqGLUiCPP1cbdwFs3	0.689	0.739	2.0	-5.810	0.0260	0.0000	0.5090	0.0640	0.578	120.423	233867.0	https://www.youtube.com/watch?v=04mfKJWDSzI	Gorillaz - On Melancholy Hill (Official Video)	Gorillaz	211754952.0	1788577.0	55229.0	Follow Gorillaz online:\nhttp://gorillaz.com \nhttp://facebook.com/Gorillaz\nhttp://twitter.com/GorillazBand\nhttps://instagram.com/gorillaz\n\nMusic video by Gorillaz performing On Melancholy Hill. (P) 2010 The copyright in this audiovisual recording is owned by Parlophone Records	True	True	4.346636e+08	0.487170	Spotify Dominant	46	7	Medium
4	4	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	Clint Eastwood	Gorillaz	album	spotify:track:7yMiX7n9SBvadzox8T5jzT	0.663	0.694	10.0	-8.627	0.1710	0.0253	0.0000	0.0698	0.525	167.953	340920.0	https://www.youtube.com/watch?v=1V_xRb0x9aw	Gorillaz - Clint Eastwood (Official Video)	Gorillaz	618480958.0	6197318.0	155930.0	The official music video for Gorillaz - Clint Eastwood\n\nTaken from Gorillaz debut Studio Album 'Gorillaz' released in 2001, which features the singles Clint Eastwood, 19-2000, Rock The House & Tomorrow Comes Today.\n\nPre-order Cracker Island album: https://gorillaz.com \n\nSubscribe to the Gorillaz channel for all the best and latest official music videos, behind the scenes and live performances here - https://bit.ly/subscribegorillaz\n\nListen to more from the album 'Gorillaz' here\nhttps://www.youtube.com/playlist?list=OLAK5uy_nCZqWcwZb_UQ0lmFgYUHiywAlyKVBP_uA\n\nSee more official videos from Gorillaz here: \nhttps://www.youtube.com/playlist?list=PLtKoi37ubAW01MrQNue2ekVg5k9jrlLyo\n\nFollow Gorillaz:\nhttps://instagram.com/gorillaz \nhttps://tiktok.com/@gorillaz \nhttps://twitter.com/gorillaz \nhttps://facebook.com/gorillaz \nhttps://gorillaz.com\n\nLYRICS:\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nThe future is coming on\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nThe future is coming on\nIt's coming on, it's coming on\nIt's coming on, it's coming on\n\nFinally someone let me out of my cage\nNow time for me is nothin', 'cause I'm countin' no age\nNow I couldn't be there, now you shouldn't be scared\nI'm good at repairs, and I'm under each snare\n\nIntangible (ah y'all), bet you didn't think\nSo I command you to, panoramic view (you)\nLook, I'll make it all manageable\nPick and choose, sit and lose all you different crews\nChicks and dudes, who you think is really kicking tunes?\n\nPicture you getting down in a picture tube\nLike you lit the fuse, you think it's fictional? Mystical? Maybe\nSpiritual hero who appears on you to clear your view\nWhen you're too crazy\n\nLifeless to those the definition for what life is\nPriceless to you because I put you on the hype shift\nDid you like it? Gut smokin' righteous with one toke\nYou're psychic among knows possess you with one go\n\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nThe future is coming on\n\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nThe future (that's right) is coming on\nIt's coming on, it's coming on\nIt's coming on, it's coming on\n\nThe essence, the basics without did you make it?\nAllow me to make this childlike in nature\nRhythm, you have it or you don't\nThat's a fallacy, I'm in them\nEvery sprouting tree, every child of peace\nEvery cloud and sea, you see with your eyes\n\nI see destruction and demise\nCorruption in the skies (that's right)\nFrom this fucking enterprise, now I'm sucked into your lies\nThrough Russel, not his muscles\nBut percussion he provides\n\nFor me as a guide, y'all can see me now\n'Cause you don't see with your eye\nYou perceive with your mind, that's the inner (fuck 'em)\nSo I'mma stick around with Russ and be a mentor\n\nBust a few rhymes so motherfuckers remember\nWhere the thought is, I brought all this\nSo you can survive when law is lawless (right here)\nFeeling sensations that you thought was dead\nNo squealing and remember that it's all in your head\n\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nThe future is coming on\n\nI ain't happy, I'm feeling glad\nI got sunshine in a bag\nI'm useless but not for long\nMy future is coming on\nIt's coming on, it's coming on\nIt's coming on, it's coming on\n\nMy future\nIt's coming on, it's coming on, it's coming on\nIt's coming on, it's coming on, my future\nIt's coming on, it's coming on, it's coming on\nIt's coming on, it's coming on, my future\nIt's coming on, it's coming on, it's coming on\n\nMy future\nIt's coming on, it's coming on, it's coming on\nMy future\nIt's coming on, it's coming on, it's coming on\nMy future\n\nAbout Gorillaz:\nVirtual band Gorillaz is singer 2D, bassist Murdoc Niccals, guitarist Noodle and drummer Russel Hobbs. Created by Damon Albarn and Jamie Hewlett, their acclaimed eponymous debut album was released in 2001. The BRIT and Grammy Award winning band's subsequent albums are Demon Days (2005), Plastic Beach (2010), The Fall (2011), Humanz (2017) and The Now Now (2018). A truly global phenomenon, Gorillaz have achieved success in entirely ground-breaking ways, touring the world from San Diego to Syria, winning numerous awards including the coveted Jim Henson Creativity Honor.\n\n* The band are recognised by The Guinness Book Of World Records as the planet's Most Successful Virtual Act.\n\n#Gorillaz #ClintEastwood	True	True	6.172597e+08	1.001978	YouTube Dominant	42	6	Short
5	5	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	DARE	Demon Days	album	spotify:track:4Hff1IjRbLGeLgFgxvHflk	0.760	0.891	11.0	-5.852	0.0372	0.0229	0.0869	0.2980	0.966	120.264	245000.0	https://www.youtube.com/watch?v=uAOR6ib95kQ	Gorillaz - DARE (Official Video)	Gorillaz	259021161.0	1844658.0	72008.0	Follow Gorillaz online:\nhttp://gorillaz.com \nhttp://facebook.com/Gorillaz\nhttp://twitter.com/GorillazBand\nhttps://instagram.com/gorillaz\n\nStream Gorillaz on Spotify: http://bit.ly/1kvIyPR\n\nMusic video by Gorillaz performing DARE. (P) 2005 The copyright in this sound recording is owned by Parlophone Records	True	True	3.238503e+08	0.799818	Spotify Dominant	32	5	Very Short
6	6	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	New Gold (feat. Tame Impala and Bootie Brown) - Dom Dolla Remix	New Gold (feat. Tame Impala and Bootie Brown) [Dom Dolla Remix]	single	spotify:track:2c3KCGq6UojB2c8UAFrRON	0.716	0.897	4.0	-7.185	0.0629	0.0120	0.2620	0.3250	0.358	127.030	274142.0	https://www.youtube.com/watch?v=BONNm0F7Tto	Gorillaz - New Gold ft. Tame Impala, Bootie Brown (Dom Dolla Remix) (Official Live Video)	Dom Dolla	451996.0	11686.0	241.0	Gorillaz 'New Gold' ft. Tame Impala, Bootie Brown (Dom Dolla Remix) \n\nLive @ Shrine Expo Hall, Los Angeles, Oct 7th 2022\n\nStream/Download New Gold (Dom Dolla Remix): https://DomDolla.lnk.to/NewGoldRemix\n\nFollow and listen to more Dom: https://DomDolla.lnk.to/FollowYo\nFacebook: https://www.facebook.com/domdollamusic/\nTwitter: https://twitter.com/domdolla\nInstagram: https://www.instagram.com/domdolla/\nSoundcloud: https://soundcloud.com/domdolla\nBeatport: https://www.beatport.com/artist/dom-d...\n\nCamera Operators:\nTrevor Thompson\nJonathan Marroquin\nGabe Tiano\nJustin Erougian\n\nEditor:\nShevin Dissanayake\n\nLighting / Production:\nSteve Lieberman - Lighting Design / Operation\nNathan Aveling - Laser Design / Operation\nDaniel Aldaz - VJ\n\n#DomDolla #Gorillaz #TameImpala #BootieBrown #Remix	False	True	1.066615e+07	0.042377	Spotify Dominant	89	15	Very Long
7	7	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	She's My Collar (feat. Kali Uchis)	Humanz (Deluxe)	album	spotify:track:3lIxtCaROdRDuTnNBDm3n2	0.726	0.815	11.0	-5.886	0.0313	0.0080	0.0810	0.1120	0.462	140.158	209560.0	https://www.youtube.com/watch?v=f8NwLXYIHS4	Gorillaz - She's My Collar [HQ]	SalvaMunox	1010982.0	17675.0	260.0	BONUS: Humanz [DEFINITIVE EDITION]\nhttps://drive.google.com/file/d/1MsTWitzhoLzEG01q7dANDTZ_ltu-6Y5w/	False	False	1.596059e+08	0.006334	Spotify Dominant	31	6	Very Short
8	8	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	Cracker Island (feat. Thundercat)	Cracker Island (feat. Thundercat)	single	spotify:track:2W3ZpQg9i6lE6kmHbcdu9N	0.741	0.913	2.0	-3.340	0.0465	0.0034	0.1030	0.3250	0.643	120.012	213750.0	https://www.youtube.com/watch?v=S03T47hapAc	Gorillaz - Cracker Island ft. Thundercat (Official Video)	Gorillaz	24459820.0	739527.0	20296.0	Listen to Cracker Island: https://gorillaz.lnk.to/CrackerIsland \nJoin The Last Cult: https://thelastcult.org\nListen to Gorillaz: https://gorill.az/listen\nShop Gorillaz: https://store.gorillaz.com/\n\nFollow Gorillaz: \nhttps://instagram.com/gorillaz \nhttps://tiktok.com/@gorillaz\nhttps://twitter.com/gorillaz \nhttps://facebook.com/gorillaz \nhttps://gorillaz.com\n\n#crackerisland #gorillaz #newmusic #newmusicvideo\n\nCracker Island\n\nOn cracker Island it was born\nTo the collective of the dawn\nThey were planting seeds at night\n\nTo grow a made up paradise\nWhere the truth was auto tuned (forever cult)\nBut it's sadness I consumed (forever cult)\nInto my formats everyday (forever cult) \nin end I had to pay (what world is this)\nIn the end I had to pay (I purged my soul)\nIn the end I had to pay (I drank to riot) \nNothing more to say (I drank to riot)\n \nThey taught themselves to be occult\nThey didn't know it's many strategies x 2 \nFantasies \n\nWhat world is this? x2\n\nOn cracker island it was raised\nBy the collective from the grave\nIt only came out at night \nIt ate up their paradise (paradise)\nWhere the truth was auto tuned (forever cult)\nAnd it's sadness I consumed (forever cult)\nInto my formats everyday (forever cult)\nIn the end I had to pay (what world is this)\nOut there on my silverlake (I was not there)\nIn the end it will be great (beneath the hills)\nI'm like a ship between the tides (I saw myself)\nI held on I survived (there in the void)\n\nThey taught themselves to be occult\nThey didn't know it's many strategies x2\nFantasy\n\nOn cracker island It will die (forever cult)\nJoin the collective in the sky (forever cult)\nAnd on a shining boat of light (forever cult)\n\nGo up to paradise (what world is this) \nWhere the truth is autotuned (I purged my soul)\nAnd it's sadness I consume (I drank to riot)\nInto my formats everyday (I drank to riot)\nIn the end I had to pay (forever cult)\n\nIn the end I'll have to pay (forever cult)\nIn the end I'll be ok (forever cult)\n\nNothing more to say x3\n\nCredits:\nDirectors: Jamie Hewlett & Fx Goby \nExecutive Producers: Jamie Hewlett & Damon Albarn\nJamie Hewlett and Damon Albarn are managed by Eleven Management \nA Nexus Studios & Gorillaz Production \n\nExecutive Producers for Nexus: Charlotte Bavasso & Chris O'Reilly, Mike Bell \nCG Supervisors: Dave Hunt & Florian Caspar\nVFX Supervisor & Compositing Lead: German Diez \nDP: Ricky Patel\nEditor: Dave Slade \nProducer: Jo Bierton \nProduction Manager: Ruyi Meer \nProduction Coordinator: Tyler Antin \nProduction Assistant: Megan Silvester \nStoryboard Artist: Rodrigo Aquino Verdun\nCharacter Modeller: Andrew Hickinbottom\n3D Generalist: Andy Spence \nRigging: Niko Rossi, Nayla Nassar\nModeller & Texture Artist: Catarina Loja\nPipeline TD: Tom Melson \nAnimators: Fabrice Fiteni, Marylou Mao, Tom Lowe, Fatih Dogan\nLead Lighter: Carl Kenyon \nLighting & Rendering: Pawel Adamiec, Rodi Kaya, Daniel Prince\nLead Compositor; Sacha Danjou \nCompositors: Gareth Tredrea, Sander Saks, Hiral Kawa, Alexey Viatvud, Gourav Kumar, Simran Arora, Osman Baloglu\nVFX Editors: Andrea Zantiras, Zaki Fulford\nDesigner & Matte Painters: Milan Baulard, Callum Strachan, Paul Campion\nDesigner: Ieuan Lewis \n2D VFX ANIMATOR: Bethany Levy\n3D VFX: Paul Mitcheson\nMotion Graphics Designer: Nathan Bayliss\nHead of Resources: Natalie Busuttil \nResource Manager: Gigi Kohut \nResource Coordinator: Meg Dupont\nMarketing & PR: Valentina Tarelli, Nancy Edmondson, Isobel Wise, Steph Anjo\n\nArchive Producer: Lisa Savage \n\nSound FX Designer: JM Finch \n\nGrade Company: Black Kite Studios\n\nService Production Company - Tuna Icon\n\nHollywood(r) is the trademark and intellectual property of Hollywood Chamber of Commerce. All Rights Reserved.\n \nCAST:\n2D, Noodle, Russel Hobbs, Murdoc Niccals, Thundercat\n\nSupporting cast:\nMilica Tepavac, Sonja Vukicevic, Ivan Tomic, Rudolf Tsabalala, Vukasin Stanic, Ella Landesman, Sippa Hengprathom, Nani Pavlovic, Tea Simic, Snezana Radivojsa, Rajesh Kalhan, Roda Adan\n\nSpanish Service Co: AzuL \n\nEleven Management are:\nNiamh Byrne, Regine Moylett, Tanyel Vahdettin, Stars Redmond, Astrid Ferguson, Gabriele Power, Ellie Nolan, Aston New, Katherine Nash, Suzi Grossman, Selena Dion, Clare Moss, Hannah Norris\n\nWith thanks to:\nThundercat, Dom Smith, Alison Smith, Josh Berman	True	True	4.267190e+07	0.573207	Spotify Dominant	57	8	Long
9	9	Gorillaz	https://open.spotify.com/artist/3AA28KZvwAUcZuOKwyblJQ	Dirty Harry	Demon Days	album	spotify:track:2bfGNzdiRa1jXZRdfssSzR	0.625	0.877	10.0	-7.176	0.1620	0.0315	0.0811	0.6720	0.865	192.296	230426.0	https://www.youtube.com/watch?v=cLnkQAeMbIM	Gorillaz - Dirty Harry (Official Video)	Gorillaz	154761056.0	1386920.0	39240.0	Follow Gorillaz online:\nhttp://gorillaz.com \nhttp://facebook.com/Gorillaz\nhttp://twitter.com/GorillazBand\nhttps://instagram.com/gorillaz\n\nStream Gorillaz on Spotify: http://bit.ly/1kvIyPR \n\nMusic video by Gorillaz performing Dirty Harry. (P) 2005 The copyright in this audiovisual recording is owned by Parlophone Records	True	True	1.910747e+08	0.809950	Spotify Dominant	39	6	Short

	Index	Artist	Url_spotify	Track	Album	Album_type	Uri	Danceability	Energy	Key	Loudness	Speechiness	Acousticness	Instrumentalness	Liveness	Valence	Tempo	Duration_ms	Url_youtube	Title	Channel	Views	Likes	Description	Licensed	official_video	Stream	youtube_spotify_ratio	success_category	title_length	title_word_count	title_length_cat
20708	20708	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	PART OF ME HARDSTYLE (SPED UP)	PART OF ME HARDSTYLE (SPED UP)	single	spotify:track:6jkEAxBnX2PVchKYH9Y46D	0.642	0.949	10.0	-3.055	0.0373	0.0194	0.2270	0.4140	0.6920	101.959	112971.0	https://www.youtube.com/watch?v=XW762gf4tgk	PART OF ME HARDSTYLE (SPED UP)	SICK LEGEND - Topic	40814.0	640.0	Provided to YouTube by Routenote\n\nPART OF ME HARDSTYLE (SPED UP) * SICK LEGEND\n\nPART OF ME HARDSTYLE (SPED UP)\n\n(p) SICK CVNT\n\nReleased on: 2022-07-08\n\nAuto-generated by YouTube.	True	True	17721588.0	0.002303	Spotify Dominant	30	6	Very Short
20709	20709	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	SUMMER TIME SADNESS HARDSTYLE	SUMMER TIME SADNESS HARDSTYLE	single	spotify:track:3P48rdupp9trbMA2J2Vsta	0.490	0.824	1.0	-6.326	0.1580	0.0888	0.0000	0.3630	0.3200	166.837	104910.0	https://www.youtube.com/watch?v=AHaIdOXzzuE	SUMMER TIME SADNESS HARDSTYLE	SICK LEGEND - Topic	23719.0	362.0	Provided to YouTube by Routenote\n\nSUMMER TIME SADNESS HARDSTYLE * SICK LEGEND\n\nSUMMER TIME SADNESS HARDSTYLE\n\n(p) SICK CVNT\n\nReleased on: 2022-07-21\n\nAuto-generated by YouTube.	True	True	10838254.0	0.002188	Spotify Dominant	29	4	Very Short
20710	20710	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	PART OF ME HARDSTYLE	PART OF ME HARDSTYLE	single	spotify:track:19gnl7xN5xAEwDquLNKl76	0.519	0.902	7.0	-3.494	0.0420	0.0120	0.0001	0.2660	0.6570	174.790	131657.0	https://www.youtube.com/watch?v=TWqt-qOty2g	PART OF ME HARDSTYLE	SICK LEGEND - Topic	370711.0	4639.0	Provided to YouTube by Routenote\n\nPART OF ME HARDSTYLE * SICK LEGEND\n\nPART OF ME HARDSTYLE\n\n(p) SICK CVNT\n\nReleased on: 2022-07-08\n\nAuto-generated by YouTube.	True	True	16332133.0	0.022698	Spotify Dominant	20	4	Very Short
20711	20711	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	single	spotify:track:4pqAkUZlA17gsTxFjP4BDL	0.292	0.692	2.0	-7.198	0.0376	0.0001	0.0004	0.3820	0.0544	185.467	175147.0	https://www.youtube.com/watch?v=5f_RpP10nRk	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	SICK LEGEND - Topic	254268.0	3472.0	Provided to YouTube by Routenote\n\nMIDDLE OF THE NIGHT - HARDSTYLE REMIX * SICK LEGEND\n\nMIDDLE OF THE NIGHT - HARDSTYLE REMIX\n\n(p) SICK LEGEND\n\nReleased on: 2022-08-01\n\nAuto-generated by YouTube.	True	True	17125177.0	0.014848	Spotify Dominant	37	7	Short
20712	20712	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	single	spotify:track:2dSNs47vHBSPnsUwpl39nk	0.554	0.874	1.0	-5.199	0.0480	0.2350	0.0000	0.3180	0.6170	102.167	94000.0	https://www.youtube.com/watch?v=2C66T9FhnAk	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	SICK LEGEND - Topic	16004.0	267.0	Provided to YouTube by Routenote\n\nEVERYTIME WE TOUCH HARDSTYLE (SPED UP) * SICK LEGEND\n\nEVERYTIME WE TOUCH HARDSTYLE (SPED UP)\n\n(p) SICK CVNT\n\nReleased on: 2022-07-12\n\nAuto-generated by YouTube.	True	True	9921887.0	0.001613	Spotify Dominant	38	6	Short
20713	20713	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	JUST DANCE HARDSTYLE	JUST DANCE HARDSTYLE	single	spotify:track:0RtcKQGyI4hr8FgFH1TuYG	0.582	0.926	5.0	-6.344	0.0328	0.4480	0.0000	0.0839	0.6580	90.002	94667.0	https://www.youtube.com/watch?v=5SHmKFKlNqI	JUST DANCE HARDSTYLE	SICK LEGEND - Topic	71678.0	1113.0	Provided to YouTube by Routenote\n\nJUST DANCE HARDSTYLE * SICK LEGEND\n\nJUST DANCE HARDSTYLE\n\n(p) SICK CVNT\n\nReleased on: 2022-07-12\n\nAuto-generated by YouTube.	True	True	9227144.0	0.007768	Spotify Dominant	20	3	Very Short
20714	20714	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	SET FIRE TO THE RAIN HARDSTYLE	SET FIRE TO THE RAIN HARDSTYLE	single	spotify:track:3rHvPA8lUnPBkaLyPOc0VV	0.531	0.936	4.0	-1.786	0.1370	0.0280	0.0000	0.0923	0.6570	174.869	150857.0	https://www.youtube.com/watch?v=ocTH6KxllDQ	SET FIRE TO THE RAIN HARDSTYLE	SICK LEGEND - Topic	164741.0	2019.0	Provided to YouTube by Routenote\n\nSET FIRE TO THE RAIN HARDSTYLE * SICK LEGEND\n\nSET FIRE TO THE RAIN HARDSTYLE\n\n(p) SICK CVNT\n\nReleased on: 2022-07-11\n\nAuto-generated by YouTube.	True	True	10898176.0	0.015116	Spotify Dominant	30	6	Very Short
20715	20715	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	OUTSIDE HARDSTYLE SPED UP	OUTSIDE HARDSTYLE SPED UP	single	spotify:track:4jk00YxPtPbhvHJE9N4ddv	0.443	0.830	4.0	-4.679	0.0647	0.0243	0.0000	0.1540	0.4190	168.388	136842.0	https://www.youtube.com/watch?v=5wFhE-HY0hg	OUTSIDE HARDSTYLE SPED UP	SICK LEGEND - Topic	35646.0	329.0	Provided to YouTube by Routenote\n\nOUTSIDE HARDSTYLE SPED UP * SICK LEGEND\n\nOUTSIDE HARDSTYLE SPED UP\n\n(p) SICK LEGEND\n\nReleased on: 2022-07-27\n\nAuto-generated by YouTube.	True	True	6226110.0	0.005725	Spotify Dominant	25	4	Very Short
20716	20716	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	ONLY GIRL HARDSTYLE	ONLY GIRL HARDSTYLE	single	spotify:track:5EyErbpsugWliX006eTDex	0.417	0.767	9.0	-4.004	0.4190	0.3560	0.0184	0.1080	0.5390	155.378	108387.0	https://www.youtube.com/watch?v=VMFLbFRNCn0	ONLY GIRL HARDSTYLE	SICK LEGEND - Topic	6533.0	88.0	Provided to YouTube by Routenote\n\nONLY GIRL HARDSTYLE * SICK LEGEND\n\nONLY GIRL HARDSTYLE\n\n(p) SICK LEGEND\n\nReleased on: 2022-08-01\n\nAuto-generated by YouTube.	True	True	6873961.0	0.000950	Spotify Dominant	19	3	Very Short
20717	20717	SICK LEGEND	https://open.spotify.com/artist/3EYY5FwDkHEYLw5V86SAtl	MISS YOU HARDSTYLE	MISS YOU HARDSTYLE	single	spotify:track:6lOn0jz1QpjcWeXo1oMm0k	0.498	0.938	6.0	-4.543	0.1070	0.0028	0.9110	0.1360	0.0787	160.067	181500.0	https://www.youtube.com/watch?v=zau0dckCFi0	MISS YOU HARDSTYLE	SICK LEGEND - Topic	158697.0	2484.0	Provided to YouTube by Routenote\n\nMISS YOU HARDSTYLE * SICK LEGEND\n\nMISS YOU HARDSTYLE\n\n(p) SICK CVNT\n\nReleased on: 2022-10-04\n\nAuto-generated by YouTube.	True	True	5695584.0	0.027863	Spotify Dominant	18	3	Very Short

Overview

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Common Values (Plot)

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